drjobs Senior Research Specialist, AI & ML

Senior Research Specialist, AI & ML

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1 Vacancy
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Job Location drjobs

Chennai - India

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Company Overview

KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop smartphone wearable device voice-controlled gadget flexible screen VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles integrated circuits packaging printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration research and development. KLA focuses more than average on innovation and we invest 15% of sales back into R&D. Our expert teams of physicists engineers data scientists and problem-solvers work together with the worlds leading technology providers to accelerate the delivery of tomorrows electronic devices. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.

Group/Division

KLA advanced computing Labs (ACL) mission in India is to deliver advanced parallel computing research and software architectures for AI HPC Cloud solutions to accelerate the performance of KLAs products. ACL explores high-risk approaches pioneering technologies and novel methods to accelerate KLAs algorithms and contribute to KLAs HPC technology roadmap. Located out of the IIT Madras Research Park in Chennai India we engage leading thinkers in academia industry and KLAs business units to create innovative parallel computing methods to enable KLAs business growth.

Job Description/Preferred Qualifications

Your Day-to-day Roles

  • Understand existing computer-vision AI solutions for defect detection and metrology and identify limitations.
  • Be in active touch with latest developments in computer-vision image processing and related fields in both academic and industry.
  • Design develop & demo proof-of-concept prototypes and deploy new algorithms at scale to address the limitations of existing solutions.
  • Collaborate with a global team in identifying new problems and develop novel solutions.

Minimum Qualifications

  • PhD in CS EE AI or related fields with 3-5 years experience working in computer vision and related areas or Masters Degree with 5-10 years working experience; candidates with less experience may be considered if they have a remarkable track record.
  • Strong foundation and working knowledge on machine vision.
  • Strong programmer skills with background in one or more of the following languages: Python Java C C
  • Hands-on experience in model development training and deployment in modern AI frameworks such as TensorFlow PyTorch or JAX
  • Ability to formulate problems into mathematical equations.
  • Proficient scripting skills in Python Bash or similar.
  • Go-getter attitude with curiosity to learn new advancements in the field of data science.
  • Team player with good written and verbal communication skills.

Things to Make us go Wow!

  • Hands-on experience in developing infrastructure to enable training and deployment at-scale in in-house and cloud data-centres.
  • Experience with writing performance-sensitive python programs using frameworks like Triton polars etc.
  • Good track record of publications in leading conferences.
  • Experience with programming and optimization in low-level programming languages like CUDA.
  • Finally a strong background in Modern C concepts (C 11 through C 17) STL library would also be a way to stand out from the crowd.

We offer a competitive family friendly total rewards package. We design our programs to reflect our commitment to an inclusive environment while ensuring we provide benefits that meet the diverse needs of our employees.

KLA is proud to be an equal opportunity employer

Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview to become an employee or for equipment. Further KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched KLAs Careers website for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication an interview an offer of employment or that an employee is not legitimate please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.


Required Experience:

Senior IC

Employment Type

Full-Time

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